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State estimation and optimal long period clinical treatment of HIV seropositive patients Anais da ABC (AABC)
Grégio,Juliana M.; Caetano,Marco A.L.; Yoneyama,Takashi.
Optimal control theory provides a very interesting quantitative method that can be used to assist the decision making process in several areas of application, such as engineering, biology, economics and sociology. The main idea is to determine the values of the manipulated variables, such as drug doses, so that some cost function is minimized, subject to physical constraints. In this work, the cost function reflects the number of CD4+T cells, viral particles and the drug doses. It is worth noticing that high drug doses are related to more intense side-effects, apart from the impact on the actual cost of the treatment. In a previous paper by the authors, the LQR - Linear Quadratic Regulator approach was proposed for the computation of long period...
Tipo: Info:eu-repo/semantics/article Palavras-chave: AIDS; Filtering; Drugs; Mathematical modeling; Optimization.
Ano: 2009 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0001-37652009000100002
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